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Computational Mathematics: Laboratory

The Computational Mathematics: Laboratory program is led by Teacher Gianna M. Del Corso.

Time

The program schedule is as follows:

• Monday 9-11 Room I
• Thursday 11-13 Room I

Student Reception

Student reception is on Friday 10am or by appointment.

Objectives

The course aims to describe, implement, and experiment with important numerical algorithms. Specifically, it will analyze some application areas that require numerical knowledge, such as:

• Digital image processing (geometric manipulations, noise cleaning, deblurring)
• Image compression algorithms (truncated SVD and PCA, JPEG format, Haar transform)
• Algorithms for the WEB (Clustering, Ranking) The course uses the Octave language.

Urgent alerts

For all urgent notices, see the notice page. It is possible to request automatic email notification every time a new notice is posted.

Program

See the program for more information. The lesson register is available.

Teaching Material

Suggested textbooks

Some suggested textbooks include:

• Cleve Moler. Numerical Computing with Matlab. SIAM
• R. Bevilacqua, D. Bini, M. Capovani, O. Menchi, Numerical Methods, Zanichelli, 1992
• G. Farin, D. Hansford, The Essentials of CAGD
• M. Bertero, P. Boccacci, Introduction to Inverse Problems in Imaging, IOP publishing, 1998

Exercises seen in class

Some programs done in class are available.

Exercises left for home

Some homework exercises are available.

Student exercises

Student-proposed solutions are available.